The recent return of private equity bids for public software companies is likely driven by the de-risking effect of open-source AI. The availability of powerful, cheap open models ensures that traditional software companies won't be held hostage by a few dominant frontier model providers, making them a safer investment.

Major AI model labs will acquire leading agent labs not just for talent, but for their superior user interfaces. For the agent labs, selling is a strategic move to avoid being eventually out-competed by the very model providers they rely on, making these M&A deals mutually beneficial.

Bill Gurley argues that a sophisticated defensive move for giants like Amazon or Apple would be to collaboratively support a powerful open-source AI model. This counterintuitive strategy prevents a single competitor (like Microsoft/OpenAI) from gaining an insurmountable proprietary advantage that threatens their core businesses.

Investments in OpenAI from giants like Amazon and Microsoft are strategic moves to embed the AI leader within their ecosystems. This is evidenced by deals requiring OpenAI to use the investors' proprietary processors and cloud infrastructure, securing technological dependency.

Frontier models from giants like OpenAI force enterprises to share sensitive data, creating platform risk. The future of corporate AI lies in private, fine-tuned, open-source models that keep a company's "intelligence" in-house, preventing it from training potential competitors.

The letter signed by Meta and NVIDIA isn't just about innovation; it's a strategic move to prevent closed-source leaders like OpenAI from cornering the market. Signatories have a vested economic interest in ensuring an open-weight ecosystem thrives, preventing all customer revenue from flowing to proprietary models.

If the AI market downturns and frontier models like OpenAI can't sustain their massive capital needs, they won't just disappear. A likely outcome is acquisition by a Big Tech giant like Microsoft or Apple at a fraction of their peak valuation, turning the AGI dream into a product feature.

The cynical view of OpenAI's acquisition of OpenClaw is that it's a defensive move to control the dominant user interface. By owning the 'front door' to AI, they can prevent competing models from gaining traction and ultimately absorb all innovation into their closed ecosystem.

Open and closed source AI models will coexist by serving different parts of the market. Companies with core AI needs and large budgets will "build" on open source for control and customization. Most others will "buy" closed-source APIs for convenience, mirroring the established build-vs-buy dynamic for other technologies.